PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection

11 October 2023

Shanghang Zhang

Hao Zhao

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Papers citing "PAD: A Dataset and Benchmark for Pose-agnostic Anomaly Detection"

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Title
MultiADS: Defect-aware Supervision for Multi-type Anomaly Detection and Segmentation in Zero-Shot Learning Ylli Sadikaj Hongkuan Zhou Lavdim Halilaj Stefan Schmid Steffen Staab Claudia Plant 21 0 0 09 Apr 2025
Noise Augmented Fine Tuning for Mitigating Hallucinations in Large Language Models Afshin Khadangi Amir Sartipi Igor Tchappi Ramin Bahmani 33 0 0 04 Apr 2025
The MVTec AD 2 Dataset: Advanced Scenarios for Unsupervised Anomaly Detection Lars Heckler-Kram Jan-Hendrik Neudeck Ulla Scheler Rebecca König Carsten Steger 44 0 0 27 Mar 2025
PartRM: Modeling Part-Level Dynamics with Large Cross-State Reconstruction Model Mingju Gao Yike Pan Huan-ang Gao Zongzheng Zhang Wenyi Li Hao Dong Hao Tang Li Yi Hao Zhao VGen 37 0 0 25 Mar 2025
SplatPose+: Real-time Image-Based Pose-Agnostic 3D Anomaly Detection Yizhe Liu Yan Song Hu Yuhao Chen John S. Zelek 13 3 0 15 Oct 2024
RAD: A Dataset and Benchmark for Real-Life Anomaly Detection with Robotic Observations Kaichen Zhou Yang Cao Teawhan Kim H. Zhao Hao Dong Kai Ming Ting Ye Zhu 15 1 0 01 Oct 2024
VMAD: Visual-enhanced Multimodal Large Language Model for Zero-Shot Anomaly Detection Huilin Deng Hongchen Luo Wei Zhai Yang Cao Yu Kang 35 1 0 30 Sep 2024
AnomalyFactory: Regard Anomaly Generation as Unsupervised Anomaly Localization Ying Zhao 24 1 0 18 Aug 2024
Looking for Tiny Defects via Forward-Backward Feature Transfer Alex Costanzino Pierluigi Zama Ramirez Giuseppe Lisanti Luigi Di Stefano 27 0 0 04 Jul 2024
Odd-One-Out: Anomaly Detection by Comparing with Neighbors A. Bhunia Changjian Li Hakan Bilen 43 0 0 28 Jun 2024
Looking 3D: Anomaly Detection with 2D-3D Alignment A. Bhunia Changjian Li Hakan Bilen 32 3 0 27 Jun 2024
View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis Subin Varghese Vedhus Hoskere 28 0 0 26 Jun 2024
LogicAL: Towards logical anomaly synthesis for unsupervised anomaly localization Ying Zhao 24 6 0 11 May 2024
Rip-NeRF: Anti-aliasing Radiance Fields with Ripmap-Encoded Platonic Solids Junchen Liu Wenbo Hu Zhuo Yang Jianteng Chen Guoliang Wang Xiaoxue Chen Yantong Cai Huan-ang Gao Hao Zhao 35 13 0 03 May 2024
Spectrally Pruned Gaussian Fields with Neural Compensation Runyi Yang Zhenxin Zhu Zhou Jiang Baijun Ye Xiaoxue Chen Yifei Zhang Yuantao Chen Jian Zhao Hao Zhao 3DGS 38 15 0 01 May 2024
Learning Feature Inversion for Multi-class Anomaly Detection under General-purpose COCO-AD Benchmark Jiang-She Zhang Chengjie Wang Xiangtai Li Guanzhong Tian Zhucun Xue Yong Liu Guansong Pang Dacheng Tao 49 4 0 16 Apr 2024
SplatPose & Detect: Pose-Agnostic 3D Anomaly Detection Mathis Kruse Marco Rudolph Dominik Woiwode Bodo Rosenhahn 3DGS 16 11 0 10 Apr 2024
SA-GS: Scale-Adaptive Gaussian Splatting for Training-Free Anti-Aliasing Xiaowei Song Jv Zheng Shiran Yuan Huan-ang Gao Jingwei Zhao Xiang He Weihao Gu Hao Zhao 3DGS 38 23 0 28 Mar 2024
Real-IAD: A Real-World Multi-View Dataset for Benchmarking Versatile Industrial Anomaly Detection Chengjie Wang Wenbing Zhu Bin-Bin Gao Zhenye Gan Jianning Zhang Zhihao Gu Shuguang Qian Mingang Chen Lizhuang Ma 37 44 0 19 Mar 2024
A Survey on Visual Anomaly Detection: Challenge, Approach, and Prospect Yunkang Cao Xiaohao Xu Jiangning Zhang Yuqi Cheng Xiaonan Huang Guansong Pang Weiming Shen 81 41 0 29 Jan 2024
Towards Scalable 3D Anomaly Detection and Localization: A Benchmark via 3D Anomaly Synthesis and A Self-Supervised Learning Network Wenqiao Li Xiaohao Xu Yao Gu Bozhong Zheng Shenghua Gao Yingna Wu 3DPC 19 22 0 25 Nov 2023
Multimodal Industrial Anomaly Detection via Hybrid Fusion Yue Wang Jinlong Peng Jiangning Zhang Ran Yi Yabiao Wang Chengjie Wang 3DPC 75 84 0 01 Mar 2023
Self-Aligning Depth-regularized Radiance Fields for Asynchronous RGB-D Sequences Yuxin Huang Yongliang Shi Zirui Wu Yuantao Chen Runyi Yang Z. Zhu Chao Hou Hao Zhao Guyue Zhou 3DH 28 0 0 14 Nov 2022
Omni-frequency Channel-selection Representations for Unsupervised Anomaly Detection Yufei Liang Jiangning Zhang Shiwei Zhao Ru-Chwen Wu Yong-Jin Liu Shuwen Pan 118 115 0 01 Mar 2022
Anomaly Detection via Reverse Distillation from One-Class Embedding Hanqiu Deng Xingyu Li UQCV 101 440 0 26 Jan 2022
Fully Convolutional Cross-Scale-Flows for Image-based Defect Detection Marco Rudolph Tom Wehrbein Bodo Rosenhahn Bastian Wandt UQCV 73 203 0 06 Oct 2021
A Multi-Scale A Contrario method for Unsupervised Image Anomaly Detection Matías Tailanián Pablo Musé Álvaro Pardo 22 8 0 05 Oct 2021
Inpainting Transformer for Anomaly Detection Jonathan Pirnay K. Chai ViT 100 163 0 28 Apr 2021
VT-ADL: A Vision Transformer Network for Image Anomaly Detection and Localization P. Mishra Riccardo Verk Daniele Fornasier C. Piciarelli G. Foresti ViT 76 280 0 20 Apr 2021